Tracing Back Music Emotion Predictions to Sound Sources and Intuitive
Perceptual Qualities

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Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities

14 June 2021

Shreyan Chowdhury

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Papers citing "Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities"

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Title
Investigating the Effectiveness of Explainability Methods in Parkinson's Detection from Speech Eleonora Mancini Francesco Paissan Paolo Torroni Mirco Ravanelli Cem Subakan 83 2 0 12 Nov 2024
One Wave To Explain Them All: A Unifying Perspective On Feature Attribution Gabriel Kasmi Amandine Brunetto Thomas Fel Jayneel Parekh AAML FAtt 87 0 0 02 Oct 2024
Joint Learning of Emotions in Music and Generalized Sounds Federico Simonetta Francesca Certo Stavros Ntalampiras 62 0 0 04 Aug 2024
Are We There Yet? A Brief Survey of Music Emotion Prediction Datasets, Models and Outstanding Challenges Jaeyong Kang Dorien Herremans 80 3 0 13 Jun 2024
Listenable Maps for Zero-Shot Audio Classifiers Francesco Paissan Luca Della Libera Mirco Ravanelli Cem Subakan 107 4 0 27 May 2024
Listenable Maps for Audio Classifiers Francesco Paissan Mirco Ravanelli Cem Subakan 63 10 0 19 Mar 2024
Perceptual Musical Features for Interpretable Audio Tagging Vassilis Lyberatos Spyridon Kantarelis Edmund Dervakos Giorgos Stamou 49 7 0 18 Dec 2023
Tackling Interpretability in Audio Classification Networks with Non-negative Matrix Factorization Jayneel Parekh Sanjeel Parekh Pavlo Mozharovskyi Gaël Richard Florence dÁlché-Buc 76 6 0 11 May 2023
Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF Jayneel Parekh Sanjeel Parekh Pavlo Mozharovskyi Florence dÁlché-Buc G. Richard 67 25 0 23 Feb 2022
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.3K 17,211 0 16 Feb 2016